EdTech Compliance · Learning Platforms · EdTech Product Development
A publication tracking the future of education technology.
Latest research
EdTech Grant & Funding Programs
Foundation Grants for EdTech in Under-Resourced School Districts
Grants alone won't close learning gaps without teacher training and sustained funding.
- Blackboard Ultra Course Migration From Original Course ViewPlan your migration now to preserve records and avoid losing content in the forced conversion.
- State EdTech Grant Programs and Where to Find ThemSchool districts can navigate federal, state, and private EdTech grants strategically.
- Writing a Competitive EdTech Grant Proposal for K-12 DistrictsStrong proposals connect student need to funder priorities and evidence.
- E-Rate Program Eligibility and Application Timeline for K-12 DistrictsEnrollment data certified this year will lock your infrastructure budget for five years.
EdTech Compliance
View all →- Penetration Testing Scope and Cadence for EdTech SaaS VendorsRegulatory failures at student data vendors are now treated as criminal negligence.
- What CUI Classification Means for EdTech Vendors Handling Federal Program DataVendors must identify CUI categories in their systems to activate the right compliance controls.
- Data Protection Officer Requirements for EdTech CompaniesEdTech vendors face overlapping compliance regimes that now demand DPO-equivalent roles.
- Controlled Unclassified Information Obligations for EdTech Research PlatformsEdTech platforms handling federal research data face compliance obligations they may not know exist.
Learning Platforms
View all →- Digital Classroom Management Systems Compared for District IT BuyersFocus on interoperability and compliance, not flashy features.
- LTI 1.3 Advantage vs LTI 1.1 Migration Path for EdTech DevelopersLTI 1.3 replaces outdated security with modern protocols, but requires rebuilding integrations.
- Clever Integration Architecture and What Made It the Default Rostering LayerClever's boring middle layer became the default because it made provisioning automatic and free.
- Degree Audit Systems and LMS Integration RequirementsSchools need degree audit systems integrated with their LMS to stop losing students to bad data.
EdTech Product Development
View all →- Teaching Strategies That Map to Adaptive Learning Product FeaturesTranslate adaptive learning's algorithmic features into the teaching moves they automate.
- Accessibility Compliance in EdTech Product Development Under WCAG and Section 508Section 508 compliance alone leaves EdTech exposed to newer legal standards.
- Feature Flagging and Rollout Strategies for EdTech SaaS ProductsLock features to school schedules, not just user percentages, to avoid mid-term disruptions.
- Comparing SIS and ERP Platforms for K-12 Admin WorkflowsPick the SIS or ERP that matches where your district's actual operational pain lives.
AI Adoption in Education
View all →- AI Tool Procurement Criteria for K-12 District Technology CommitteesDistricts need layered vetting gates to catch AI tools vendors can't sell on merit alone.
- IRB and Ethical Review Requirements for AI Pilots in SchoolsSchools deploy AI tutoring tools without IRB review that universities would require.
- AI Literacy Curriculum Frameworks for K-12 SchoolsSchools now must choose among competing frameworks to teach AI as a core skill, not an afterthought.
- AI Detection Policy Inconsistencies Across Higher Education InstitutionsColleges lack unified AI policies, leaving students and detection tools to fill the gaps.
EdTech Integration
View all →- District Onboarding Timelines for EdTech Integrations Build vs VendorDistrict budget cycles and approval chains, not product quality, determine EdTech integration speed.
- ETL Pipeline Design for K-12 Student Data WarehousesCompliance, fragmentation, and consent tracking make K-12 pipelines uniquely complex.
- Unified K-12 API Gateways for PowerSchool Infinite Campus and Google ClassroomDistricts can sync rosters and grades across their major platforms using unified API standards.
- iPaaS vs Custom Middleware for District-Scale EdTech OnboardingFragmented SIS markets make the iPaaS versus custom choice a make-or-break decision for districts.